Date of Award

5-2024

Document Type

Thesis

Degree Name

Master of Science (MS)

Department

Electrical Engineering and Computer Science

First Advisor

Thomas C. Eskridge

Second Advisor

Luis Daniel Otero

Third Advisor

Troy R. Weekes

Fourth Advisor

Brian A. Lail

Abstract

This study compares the traditional search methods, which is to search from video recordings of the meetings by moving the slider back and forth or by keyword search in transcripts versus integrated AI video plus transcript search. Based on the previous test results, we introduced some human-centric design features to the AI and built a new enhanced AI search tool for information retrieval. For search technique efficiency testing, the method had two set of experiments. The first results of the experiment showed that AI-based search algorithms were more accurate and faster than conventional search approaches. Participants were also happier with the AI-powered search experience, praising the system’s ability to find relevant material and make targeted recommendations quickly. The second experiment showed what features, if used, can improve the information retrieval process. In summary, this study offers useful insights into the relative effectiveness of conventional search methods, artificial intelligence (AI) search, and advanced AI search strategies. The findings contribute to the continuing discussion about improving information retrieval systems and the possible uses of artificial intelligence to enhance the search for fast, useful, and user-friendly information Retrieval.

Comments

Discover the forthcoming advancements in information retrieval through our latest study that compares traditional methods of search with AI-driven methods. Explore our advanced AI search tool designed to evaluate the factors that promote speed and user-friendliness in information retrieval. See the improved efficiency of enhanced AI search in comparison with traditional methods and existing AI search tools. This tool offers faster and more accurate results, along with a user-friendly experience that is greatly valued by users. Explore the profound impact of artificial intelligence on the search landscape, as it revolutionizes the process of finding information with greater effectiveness and efficiency.

Copyright held by author.

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